基于双重引导的目标对抗攻击方法
孙月,张兴兰

Targeted adversarial attack method based on dual guidance
Yue SUN,Xinglan ZHANG
表 5 不同生成式攻击方法在CIFAR10和SVHN数据集上的目标攻击成功率
Tab.5 Targeted ASRs of various generative attack methods on CIFAR10 and SVHN datasets
数据集攻击方法tASR/%
ResNet18Inv3DenseNetWideResNet平均
CIFAR10AdvGAN39.6861.0870.2865.3459.10
AdvGAN+U93.0095.8096.1997.0395.51
本研究方法93.5296.0197.0997.6696.07
SVHNAdvGAN97.0094.7595.3095.9195.74
AdvGAN+U97.1196.1897.0497.1596.87
本研究方法97.7997.0797.7897.6997.58